Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700008664

The MH-36 locality cells most similar to this Beed cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.094

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700008810

distance 0.094

#2 · Jalnacell 4790000224

distance 0.108 · cross-district

#3 · Jalnacell 4790000424

distance 0.126 · cross-district

#4 · Beedcell 4700007434

distance 0.138

#5 · Laturcell 4810002259

distance 0.142 · cross-district

#6 · Jalnacell 4790000359

distance 0.142 · cross-district

#7 · Washimcell 4990002232

distance 0.145 · cross-district

#8 · Jalnacell 4790000299

distance 0.145 · cross-district

#9 · Jalnacell 4790003658

distance 0.15 · cross-district

#10 · Nandedcell 4850000294

distance 0.152 · cross-district

#11 · Laturcell 4810001739

distance 0.153 · cross-district

#12 · Beedcell 4700000475

distance 0.154

#13 · Laturcell 4810002343

distance 0.155 · cross-district

#14 · Nandedcell 4850001500

distance 0.155 · cross-district

#15 · Beedcell 4700003449

distance 0.157

#16 · Beedcell 4700000192

distance 0.157

#17 · Beedcell 4700007259

distance 0.158

#18 · Jalgaoncell 4780003809

distance 0.159 · cross-district

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":470,"cluster_id":4700008664}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.